Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 170884 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 640 |
| Duplicate rows (%) | 0.4% |
| Total size in memory | 40.4 MiB |
| Average record size in memory | 248.0 B |
Variable types
| NUM | 30 |
|---|---|
| BOOL | 1 |
Reproduction
| Analysis started | 2020-11-05 01:05:14.085856 |
|---|---|
| Analysis finished | 2020-11-05 01:14:01.107082 |
| Duration | 8 minutes and 47.02 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Dataset has 640 (0.4%) duplicate rows | Duplicates |
Time
Real number (ℝ≥0)
| Distinct count | 78599 |
|---|---|
| Unique (%) | 46.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61091.914134734674 |
|---|---|
| Minimum | 0.0 |
| Maximum | 120396.0 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 11490.15 |
| Q1 | 41216.75 |
| median | 60776 |
| Q3 | 78622 |
| 95-th percentile | 115030 |
| Maximum | 120396 |
| Range | 120396 |
| Interquartile range (IQR) | 37405.25 |
Descriptive statistics
| Standard deviation | 27828.39779 |
|---|---|
| Coefficient of variation (CV) | 0.4555168745 |
| Kurtosis | -0.2886588966 |
| Mean | 61091.91413 |
| Median Absolute Deviation (MAD) | 18590 |
| Skewness | 0.1183511023 |
| Sum | 1.043963066e+10 |
| Variance | 774419723.4 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 64947 | 26 | < 0.1% | |
| 68780 | 25 | < 0.1% | |
| 3767 | 21 | < 0.1% | |
| 3770 | 20 | < 0.1% | |
| 3750 | 19 | < 0.1% | |
| 19912 | 19 | < 0.1% | |
| 3760 | 17 | < 0.1% | |
| 39897 | 17 | < 0.1% | |
| 73885 | 17 | < 0.1% | |
| 3766 | 17 | < 0.1% | |
| Other values (78589) | 170686 | 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 2 | < 0.1% | |
| 1 | 2 | < 0.1% | |
| 2 | 2 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 7 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 120396 | 2 | < 0.1% | |
| 120395 | 3 | < 0.1% | |
| 120394 | 3 | < 0.1% | |
| 120393 | 1 | < 0.1% | |
| 120392 | 1 | < 0.1% |
V1
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.16985112389082171 |
|---|---|
| Minimum | -56.407509631329 |
| Maximum | 2.43920748106102 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -56.40750963 |
|---|---|
| 5-th percentile | -2.951040792 |
| Q1 | -0.9866733174 |
| median | -0.1835957091 |
| Q3 | 1.184445838 |
| 95-th percentile | 1.906807045 |
| Maximum | 2.439207481 |
| Range | 58.84671711 |
| Interquartile range (IQR) | 2.171119155 |
Descriptive statistics
| Standard deviation | 1.850531745 |
|---|---|
| Coefficient of variation (CV) | -10.89502208 |
| Kurtosis | 34.03404489 |
| Mean | -0.1698511239 |
| Median Absolute Deviation (MAD) | 1.260847492 |
| Skewness | -3.440489308 |
| Sum | -29024.83945 |
| Variance | 3.42446774 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1.245673819 | 77 | < 0.1% | |
| 2.055797006 | 76 | < 0.1% | |
| 1.302377965 | 60 | < 0.1% | |
| 1.332849312 | 45 | < 0.1% | |
| 1.01841182 | 40 | < 0.1% | |
| 1.335053154 | 39 | < 0.1% | |
| 1.315404172 | 36 | < 0.1% | |
| -0.30252069 | 36 | < 0.1% | |
| 0.8986142746 | 28 | < 0.1% | |
| 1.311258486 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -56.40750963 | 1 | < 0.1% | |
| -36.80231991 | 1 | < 0.1% | |
| -36.51058317 | 1 | < 0.1% | |
| -34.59121347 | 1 | < 0.1% | |
| -34.54929609 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.439207481 | 1 | < 0.1% | |
| 2.430506781 | 1 | < 0.1% | |
| 2.422507732 | 1 | < 0.1% | |
| 2.401777186 | 1 | < 0.1% | |
| 2.399240655 | 1 | < 0.1% |
V2
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04076294880030173 |
|---|---|
| Minimum | -72.7157275629303 |
| Maximum | 22.0577289904909 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -72.71572756 |
|---|---|
| 5-th percentile | -1.89714722 |
| Q1 | -0.539183606 |
| median | 0.1096727805 |
| Q3 | 0.8042189046 |
| 95-th percentile | 1.801674238 |
| Maximum | 22.05772899 |
| Range | 94.77345655 |
| Interquartile range (IQR) | 1.343402511 |
Descriptive statistics
| Standard deviation | 1.610872406 |
|---|---|
| Coefficient of variation (CV) | 39.51805385 |
| Kurtosis | 109.8811755 |
| Mean | 0.0407629488 |
| Median Absolute Deviation (MAD) | 0.6704603726 |
| Skewness | -4.526669269 |
| Sum | 6965.735743 |
| Variance | 2.594909907 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.1669750195 | 77 | < 0.1% | |
| -0.3266677731 | 76 | < 0.1% | |
| -0.6065293082 | 60 | < 0.1% | |
| 0.3891982492 | 45 | < 0.1% | |
| 1.036663009 | 40 | < 0.1% | |
| 0.3314640264 | 39 | < 0.1% | |
| -0.03357708573 | 36 | < 0.1% | |
| 0.4474736062 | 36 | < 0.1% | |
| 0.03389619282 | 28 | < 0.1% | |
| 0.07502776984 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -72.71572756 | 1 | < 0.1% | |
| -63.34469832 | 1 | < 0.1% | |
| -60.46461766 | 1 | < 0.1% | |
| -44.63924472 | 1 | < 0.1% | |
| -42.17268752 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 22.05772899 | 1 | < 0.1% | |
| 21.46720299 | 1 | < 0.1% | |
| 19.16723901 | 1 | < 0.1% | |
| 18.90245284 | 1 | < 0.1% | |
| 18.18362646 | 1 | < 0.1% |
V3
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4930290659329952 |
|---|---|
| Minimum | -33.6809840183525 |
| Maximum | 9.38255843282114 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -33.68098402 |
|---|---|
| 5-th percentile | -1.689012789 |
| Q1 | -0.06475301975 |
| median | 0.6233524645 |
| Q3 | 1.297350597 |
| 95-th percentile | 2.248766739 |
| Maximum | 9.382558433 |
| Range | 43.06354245 |
| Interquartile range (IQR) | 1.362103617 |
Descriptive statistics
| Standard deviation | 1.383240455 |
|---|---|
| Coefficient of variation (CV) | 2.805596162 |
| Kurtosis | 54.64627982 |
| Mean | 0.4930290659 |
| Median Absolute Deviation (MAD) | 0.6799673512 |
| Skewness | -3.980565431 |
| Sum | 84250.7789 |
| Variance | 1.913354156 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.4883057426 | 77 | < 0.1% | |
| -2.752040956 | 76 | < 0.1% | |
| -0.6819861929 | 60 | < 0.1% | |
| -2.165596605 | 45 | < 0.1% | |
| -1.689813707 | 40 | < 0.1% | |
| -2.057762777 | 39 | < 0.1% | |
| -0.4957574879 | 36 | < 0.1% | |
| -1.089984306 | 36 | < 0.1% | |
| -0.0832970051 | 28 | < 0.1% | |
| -1.292832404 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -33.68098402 | 1 | < 0.1% | |
| -32.96534576 | 1 | < 0.1% | |
| -32.45419819 | 1 | < 0.1% | |
| -31.81358595 | 1 | < 0.1% | |
| -31.10368482 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9.382558433 | 1 | < 0.1% | |
| 4.22610848 | 1 | < 0.1% | |
| 4.187810599 | 1 | < 0.1% | |
| 4.101716178 | 1 | < 0.1% | |
| 4.079167812 | 1 | < 0.1% |
V4
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11742690992041283 |
|---|---|
| Minimum | -5.519697123284152 |
| Maximum | 16.8753440335975 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -5.519697123 |
|---|---|
| 5-th percentile | -2.070668652 |
| Q1 | -0.7434745013 |
| median | 0.1242959697 |
| Q3 | 0.93762521 |
| 95-th percentile | 2.498236347 |
| Maximum | 16.87534403 |
| Range | 22.39504116 |
| Interquartile range (IQR) | 1.681099711 |
Descriptive statistics
| Standard deviation | 1.371906129 |
|---|---|
| Coefficient of variation (CV) | 11.68306421 |
| Kurtosis | 2.683171195 |
| Mean | 0.1174269099 |
| Median Absolute Deviation (MAD) | 0.8426105914 |
| Skewness | 0.4837288832 |
| Sum | 20066.38007 |
| Variance | 1.882126427 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.6353219207 | 77 | < 0.1% | |
| -0.8423160333 | 76 | < 0.1% | |
| -1.904603396 | 60 | < 0.1% | |
| -0.3068726238 | 45 | < 0.1% | |
| 1.315475833 | 40 | < 0.1% | |
| -0.3461753553 | 39 | < 0.1% | |
| -0.5570873884 | 36 | < 0.1% | |
| -3.214799282 | 36 | < 0.1% | |
| 1.256326169 | 28 | < 0.1% | |
| -0.4831543333 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -5.519697123 | 1 | < 0.1% | |
| -5.26306793 | 1 | < 0.1% | |
| -5.175916507 | 1 | < 0.1% | |
| -5.172594539 | 1 | < 0.1% | |
| -4.934327998 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 16.87534403 | 1 | < 0.1% | |
| 16.71553737 | 1 | < 0.1% | |
| 16.49121717 | 1 | < 0.1% | |
| 13.1436681 | 1 | < 0.1% | |
| 12.69954199 | 1 | < 0.1% |
V5
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.17609392934134283 |
|---|---|
| Minimum | -42.1478983728015 |
| Maximum | 34.8016658766686 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -42.14789837 |
|---|---|
| 5-th percentile | -1.798996642 |
| Q1 | -0.82876803 |
| median | -0.2262262317 |
| Q3 | 0.374477832 |
| 95-th percentile | 1.923351519 |
| Maximum | 34.80166588 |
| Range | 76.94956425 |
| Interquartile range (IQR) | 1.203245862 |
Descriptive statistics
| Standard deviation | 1.338608725 |
|---|---|
| Coefficient of variation (CV) | -7.601674456 |
| Kurtosis | 51.6827418 |
| Mean | -0.1760939293 |
| Median Absolute Deviation (MAD) | 0.601464918 |
| Skewness | -0.5618754324 |
| Sum | -30091.63502 |
| Variance | 1.791873318 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.5627766808 | 77 | < 0.1% | |
| 2.46307226 | 76 | < 0.1% | |
| 1.326623107 | 60 | < 0.1% | |
| 2.641351251 | 45 | < 0.1% | |
| 1.698436056 | 40 | < 0.1% | |
| 2.583233822 | 39 | < 0.1% | |
| 2.705041053 | 36 | < 0.1% | |
| 2.0299312 | 36 | < 0.1% | |
| 0.5540913478 | 28 | < 0.1% | |
| 2.139256911 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -42.14789837 | 1 | < 0.1% | |
| -32.092129 | 1 | < 0.1% | |
| -31.3567501 | 1 | < 0.1% | |
| -27.75296366 | 1 | < 0.1% | |
| -25.79113233 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 34.80166588 | 1 | < 0.1% | |
| 34.09930934 | 1 | < 0.1% | |
| 32.9114617 | 1 | < 0.1% | |
| 31.45704605 | 1 | < 0.1% | |
| 28.76267129 | 1 | < 0.1% |
V6
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05822275579193713 |
|---|---|
| Minimum | -26.1605059358433 |
| Maximum | 22.5292984665587 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -26.16050594 |
|---|---|
| 5-th percentile | -1.302965085 |
| Q1 | -0.6911327897 |
| median | -0.2026351944 |
| Q3 | 0.4491907912 |
| 95-th percentile | 3.181171669 |
| Maximum | 22.52929847 |
| Range | 48.6898044 |
| Interquartile range (IQR) | 1.140323581 |
Descriptive statistics
| Standard deviation | 1.295128716 |
|---|---|
| Coefficient of variation (CV) | 22.24437333 |
| Kurtosis | 11.28854832 |
| Mean | 0.05822275579 |
| Median Absolute Deviation (MAD) | 0.5457616798 |
| Skewness | 1.199012966 |
| Sum | 9949.337401 |
| Variance | 1.677358392 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1.011072616 | 77 | < 0.1% | |
| 3.173856423 | 76 | < 0.1% | |
| 3.436312447 | 60 | < 0.1% | |
| 2.808083764 | 45 | < 0.1% | |
| 0.528806549 | 40 | < 0.1% | |
| 2.854101997 | 39 | < 0.1% | |
| 3.268129626 | 36 | < 0.1% | |
| 2.762439585 | 36 | < 0.1% | |
| 0.7023423327 | 28 | < 0.1% | |
| 3.181563924 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -26.16050594 | 1 | < 0.1% | |
| -23.49671393 | 1 | < 0.1% | |
| -21.92931229 | 1 | < 0.1% | |
| -21.24875162 | 1 | < 0.1% | |
| -19.99634854 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 22.52929847 | 1 | < 0.1% | |
| 21.39306876 | 1 | < 0.1% | |
| 20.37952437 | 1 | < 0.1% | |
| 18.07203126 | 1 | < 0.1% | |
| 16.6140541 | 1 | < 0.1% |
V7
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.08066507553755208 |
|---|---|
| Minimum | -43.5572415712451 |
| Maximum | 36.6772679454031 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -43.55724157 |
|---|---|
| 5-th percentile | -1.406989513 |
| Q1 | -0.586310526 |
| median | -0.03193040369 |
| Q3 | 0.46262271 |
| 95-th percentile | 1.23209105 |
| Maximum | 36.67726795 |
| Range | 80.23450952 |
| Interquartile range (IQR) | 1.048933236 |
Descriptive statistics
| Standard deviation | 1.208515189 |
|---|---|
| Coefficient of variation (CV) | -14.98188877 |
| Kurtosis | 113.8915291 |
| Mean | -0.08066507554 |
| Median Absolute Deviation (MAD) | 0.5252093512 |
| Skewness | -2.446403401 |
| Sum | -13784.37077 |
| Variance | 1.460508962 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.01495266147 | 77 | < 0.1% | |
| -0.432125924 | 76 | < 0.1% | |
| -1.145126827 | 60 | < 0.1% | |
| -0.1716266361 | 45 | < 0.1% | |
| 0.3317145024 | 40 | < 0.1% | |
| -0.1875473373 | 39 | < 0.1% | |
| -0.5349938273 | 36 | < 0.1% | |
| 0.5938465551 | 36 | < 0.1% | |
| 0.1556682316 | 28 | < 0.1% | |
| -0.5050451181 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -43.55724157 | 1 | < 0.1% | |
| -41.50679608 | 1 | < 0.1% | |
| -37.06031146 | 1 | < 0.1% | |
| -33.23932817 | 1 | < 0.1% | |
| -31.76494649 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 36.67726795 | 1 | < 0.1% | |
| 34.30317686 | 1 | < 0.1% | |
| 29.20586818 | 1 | < 0.1% | |
| 28.50406537 | 1 | < 0.1% | |
| 25.23519499 | 1 | < 0.1% |
V8
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03222590232851988 |
|---|---|
| Minimum | -73.21671845526741 |
| Maximum | 20.0072083651213 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -73.21671846 |
|---|---|
| 5-th percentile | -0.8055623184 |
| Q1 | -0.1626406472 |
| median | 0.05666308423 |
| Q3 | 0.3509949996 |
| 95-th percentile | 1.050630644 |
| Maximum | 20.00720837 |
| Range | 93.22392682 |
| Interquartile range (IQR) | 0.5136356468 |
Descriptive statistics
| Standard deviation | 1.227626328 |
|---|---|
| Coefficient of variation (CV) | 38.09439733 |
| Kurtosis | 268.6136261 |
| Mean | 0.03222590233 |
| Median Absolute Deviation (MAD) | 0.2476275446 |
| Skewness | -9.491700104 |
| Sum | 5506.891094 |
| Variance | 1.5070664 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.1602108633 | 77 | < 0.1% | |
| 0.7277062007 | 76 | < 0.1% | |
| 0.9591472621 | 60 | < 0.1% | |
| 0.6833517336 | 45 | < 0.1% | |
| 0.3645387616 | 40 | < 0.1% | |
| 0.6851537704 | 39 | < 0.1% | |
| 0.5564510255 | 36 | < 0.1% | |
| 0.8082500984 | 36 | < 0.1% | |
| 0.1963597357 | 28 | < 0.1% | |
| 0.8048602554 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -73.21671846 | 1 | < 0.1% | |
| -50.94336887 | 1 | < 0.1% | |
| -50.68841936 | 1 | < 0.1% | |
| -50.42009006 | 1 | < 0.1% | |
| -41.48482251 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 20.00720837 | 1 | < 0.1% | |
| 19.58777262 | 1 | < 0.1% | |
| 19.16832739 | 1 | < 0.1% | |
| 18.74887195 | 1 | < 0.1% | |
| 18.70925454 | 1 | < 0.1% |
V9
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.018873423534429546 |
|---|---|
| Minimum | -13.4340663182301 |
| Maximum | 15.5949946071278 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -13.43406632 |
|---|---|
| 5-th percentile | -1.779132223 |
| Q1 | -0.6600926342 |
| median | -0.07896510387 |
| Q3 | 0.64135067 |
| 95-th percentile | 1.975533805 |
| Maximum | 15.59499461 |
| Range | 29.02906093 |
| Interquartile range (IQR) | 1.301443304 |
Descriptive statistics
| Standard deviation | 1.152294449 |
|---|---|
| Coefficient of variation (CV) | 61.05381185 |
| Kurtosis | 3.850936631 |
| Mean | 0.01887342353 |
| Median Absolute Deviation (MAD) | 0.641275362 |
| Skewness | 0.6145384385 |
| Sum | 3225.166107 |
| Variance | 1.327782498 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.1703618522 | 77 | < 0.1% | |
| 0.6086058703 | 76 | < 0.1% | |
| 1.671301564 | 60 | < 0.1% | |
| -0.2979620013 | 45 | < 0.1% | |
| -0.7117979388 | 40 | < 0.1% | |
| -0.2866140686 | 39 | < 0.1% | |
| -0.0527240383 | 36 | < 0.1% | |
| 0.6977195955 | 36 | < 0.1% | |
| 1.160758531 | 28 | < 0.1% | |
| -0.07407083275 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -13.43406632 | 1 | < 0.1% | |
| -13.32015469 | 1 | < 0.1% | |
| -11.12662352 | 1 | < 0.1% | |
| -10.84252587 | 1 | < 0.1% | |
| -9.481456334 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 15.59499461 | 1 | < 0.1% | |
| 10.39288882 | 1 | < 0.1% | |
| 10.37065798 | 1 | < 0.1% | |
| 10.3484067 | 1 | < 0.1% | |
| 10.32613305 | 1 | < 0.1% |
V10
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.029858006421115475 |
|---|---|
| Minimum | -24.5882624372475 |
| Maximum | 23.7451361206545 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -24.58826244 |
|---|---|
| 5-th percentile | -1.346291891 |
| Q1 | -0.5192368413 |
| median | -0.1114371004 |
| Q3 | 0.4083421071 |
| 95-th percentile | 1.462299478 |
| Maximum | 23.74513612 |
| Range | 48.33339856 |
| Interquartile range (IQR) | 0.9275789484 |
Descriptive statistics
| Standard deviation | 1.096866923 |
|---|---|
| Coefficient of variation (CV) | -36.73610713 |
| Kurtosis | 41.81474364 |
| Mean | -0.02985800642 |
| Median Absolute Deviation (MAD) | 0.4437693811 |
| Skewness | 0.6407910492 |
| Sum | -5102.255569 |
| Variance | 1.203117046 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.04457458938 | 77 | < 0.1% | |
| -0.07518616994 | 76 | < 0.1% | |
| -1.02294603 | 60 | < 0.1% | |
| -0.6520966004 | 45 | < 0.1% | |
| -1.57028828 | 40 | < 0.1% | |
| -0.5359027355 | 39 | < 0.1% | |
| -1.090180906 | 36 | < 0.1% | |
| 0.001148754534 | 36 | < 0.1% | |
| -0.5182587848 | 28 | < 0.1% | |
| -0.2174255556 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -24.58826244 | 1 | < 0.1% | |
| -24.40318497 | 1 | < 0.1% | |
| -23.22825484 | 1 | < 0.1% | |
| -22.18708856 | 4 | < 0.1% | |
| -20.94919155 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 23.74513612 | 1 | < 0.1% | |
| 15.33174156 | 1 | < 0.1% | |
| 15.24568569 | 1 | < 0.1% | |
| 15.2360282 | 1 | < 0.1% | |
| 13.81175777 | 1 | < 0.1% |
V11
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19292301528925698 |
|---|---|
| Minimum | -4.0498949143506096 |
| Maximum | 12.018913181619899 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -4.049894914 |
|---|---|
| 5-th percentile | -1.426377861 |
| Q1 | -0.5654261758 |
| median | 0.1199779746 |
| Q3 | 0.9991483358 |
| 95-th percentile | 1.786288413 |
| Maximum | 12.01891318 |
| Range | 16.0688081 |
| Interquartile range (IQR) | 1.564574512 |
Descriptive statistics
| Standard deviation | 1.04713098 |
|---|---|
| Coefficient of variation (CV) | 5.427714149 |
| Kurtosis | 2.248174694 |
| Mean | 0.1929230153 |
| Median Absolute Deviation (MAD) | 0.7758296269 |
| Skewness | 0.4163350457 |
| Sum | 32967.45654 |
| Variance | 1.096483289 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.3567490185 | 77 | < 0.1% | |
| 0.0635044576 | 76 | < 0.1% | |
| -0.1914229727 | 60 | < 0.1% | |
| 0.4180026649 | 45 | < 0.1% | |
| 3.463017821 | 40 | < 0.1% | |
| 0.3328484176 | 39 | < 0.1% | |
| -0.02860892995 | 36 | < 0.1% | |
| -0.1110879642 | 36 | < 0.1% | |
| 1.606341951 | 28 | < 0.1% | |
| 0.1315762129 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -4.049894914 | 2 | < 0.1% | |
| -4.034717859 | 2 | < 0.1% | |
| -3.790279772 | 1 | < 0.1% | |
| -3.663176117 | 1 | < 0.1% | |
| -3.538893156 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 12.01891318 | 1 | < 0.1% | |
| 11.66920474 | 1 | < 0.1% | |
| 11.61972348 | 1 | < 0.1% | |
| 11.27792073 | 1 | < 0.1% | |
| 11.22847028 | 1 | < 0.1% |
V12
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.09756721182610377 |
|---|---|
| Minimum | -18.683714633344298 |
| Maximum | 7.848392075644599 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -18.68371463 |
|---|---|
| 5-th percentile | -2.392201341 |
| Q1 | -0.5095037166 |
| median | 0.1108890251 |
| Q3 | 0.6173869339 |
| 95-th percentile | 1.261028521 |
| Maximum | 7.848392076 |
| Range | 26.53210671 |
| Interquartile range (IQR) | 1.126890651 |
Descriptive statistics
| Standard deviation | 1.143028276 |
|---|---|
| Coefficient of variation (CV) | -11.71529098 |
| Kurtosis | 18.11124475 |
| Mean | -0.09756721183 |
| Median Absolute Deviation (MAD) | 0.5501480336 |
| Skewness | -2.298801832 |
| Sum | -16672.67543 |
| Variance | 1.30651364 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.07345951735 | 77 | < 0.1% | |
| 0.3505635733 | 76 | < 0.1% | |
| 0.6310273415 | 60 | < 0.1% | |
| -0.3224369237 | 45 | < 0.1% | |
| 0.5384113631 | 40 | < 0.1% | |
| -0.2683187385 | 39 | < 0.1% | |
| 0.06265234746 | 36 | < 0.1% | |
| 0.07365651502 | 36 | < 0.1% | |
| -2.525492525 | 28 | < 0.1% | |
| -0.02814614905 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -18.68371463 | 1 | < 0.1% | |
| -18.55369701 | 1 | < 0.1% | |
| -18.43113103 | 1 | < 0.1% | |
| -18.04759657 | 1 | < 0.1% | |
| -17.76914346 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7.848392076 | 1 | < 0.1% | |
| 4.846452409 | 1 | < 0.1% | |
| 4.574082241 | 1 | < 0.1% | |
| 4.472920584 | 1 | < 0.1% | |
| 4.406338221 | 1 | < 0.1% |
V13
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06494457331078514 |
|---|---|
| Minimum | -5.7918812063208405 |
| Maximum | 4.56900895856606 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -5.791881206 |
|---|---|
| 5-th percentile | -1.637393891 |
| Q1 | -0.6268317948 |
| median | 0.03190727035 |
| Q3 | 0.7432523911 |
| 95-th percentile | 1.832175826 |
| Maximum | 4.569008959 |
| Range | 10.36089016 |
| Interquartile range (IQR) | 1.370084186 |
Descriptive statistics
| Standard deviation | 1.048400762 |
|---|---|
| Coefficient of variation (CV) | 16.14300793 |
| Kurtosis | 0.1442451519 |
| Mean | 0.06494457331 |
| Median Absolute Deviation (MAD) | 0.6851205743 |
| Skewness | 0.1348334773 |
| Sum | 11097.98847 |
| Variance | 1.099144158 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.5177596942 | 77 | < 0.1% | |
| -0.1412383222 | 76 | < 0.1% | |
| 0.03190727035 | 60 | < 0.1% | |
| -0.1434691546 | 45 | < 0.1% | |
| -0.3780953845 | 40 | < 0.1% | |
| -0.1276141958 | 39 | < 0.1% | |
| -0.2384570315 | 36 | < 0.1% | |
| 0.04128482958 | 36 | < 0.1% | |
| 0.1660467739 | 28 | < 0.1% | |
| 0.01145978951 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -5.791881206 | 1 | < 0.1% | |
| -4.008639792 | 1 | < 0.1% | |
| -3.961757536 | 1 | < 0.1% | |
| -3.888606286 | 1 | < 0.1% | |
| -3.844973612 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.569008959 | 1 | < 0.1% | |
| 4.469566192 | 1 | < 0.1% | |
| 4.465413177 | 1 | < 0.1% | |
| 4.262850926 | 1 | < 0.1% | |
| 4.099351905 | 1 | < 0.1% |
V14
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08216699907757485 |
|---|---|
| Minimum | -19.2143254902614 |
| Maximum | 10.5267660517847 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -19.21432549 |
|---|---|
| 5-th percentile | -1.239924731 |
| Q1 | -0.3368688193 |
| median | 0.09302270653 |
| Q3 | 0.5280083865 |
| 95-th percentile | 1.57773621 |
| Maximum | 10.52676605 |
| Range | 29.74109154 |
| Interquartile range (IQR) | 0.8648772058 |
Descriptive statistics
| Standard deviation | 0.9783140565 |
|---|---|
| Coefficient of variation (CV) | 11.90641094 |
| Kurtosis | 31.49949932 |
| Mean | 0.08216699908 |
| Median Absolute Deviation (MAD) | 0.4322885167 |
| Skewness | -2.485184369 |
| Sum | 14041.02547 |
| Variance | 0.9570983932 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.4069689344 | 77 | < 0.1% | |
| 0.6909716184 | 76 | < 0.1% | |
| -0.03142538126 | 60 | < 0.1% | |
| -1.154524296 | 45 | < 0.1% | |
| -3.04549518 | 40 | < 0.1% | |
| -0.8682999609 | 39 | < 0.1% | |
| 0.4255004854 | 36 | < 0.1% | |
| 0.2157381385 | 36 | < 0.1% | |
| 2.428011871 | 28 | < 0.1% | |
| -0.1129211136 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -19.21432549 | 1 | < 0.1% | |
| -18.82208674 | 1 | < 0.1% | |
| -18.49377336 | 1 | < 0.1% | |
| -18.3920915 | 1 | < 0.1% | |
| -18.04999769 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 10.52676605 | 1 | < 0.1% | |
| 7.754598748 | 1 | < 0.1% | |
| 7.692208544 | 1 | < 0.1% | |
| 7.667725751 | 1 | < 0.1% | |
| 7.518402781 | 1 | < 0.1% |
V15
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.13312149033030038 |
|---|---|
| Minimum | -4.49894467676621 |
| Maximum | 5.7845138896294594 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -4.498944677 |
|---|---|
| 5-th percentile | -1.627015853 |
| Q1 | -0.4497601828 |
| median | 0.2442228337 |
| Q3 | 0.8282833142 |
| 95-th percentile | 1.466425633 |
| Maximum | 5.78451389 |
| Range | 10.28345857 |
| Interquartile range (IQR) | 1.278043497 |
Descriptive statistics
| Standard deviation | 0.9505305204 |
|---|---|
| Coefficient of variation (CV) | 7.14032361 |
| Kurtosis | 0.2984855386 |
| Mean | 0.1331214903 |
| Median Absolute Deviation (MAD) | 0.6320330478 |
| Skewness | -0.5386562031 |
| Sum | 22748.33275 |
| Variance | 0.9035082702 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1.124146923 | 77 | < 0.1% | |
| 1.275257039 | 76 | < 0.1% | |
| 1.446626976 | 60 | < 0.1% | |
| 1.157633714 | 45 | < 0.1% | |
| 1.468911143 | 40 | < 0.1% | |
| 1.128538982 | 39 | < 0.1% | |
| 1.069355893 | 36 | < 0.1% | |
| 1.24527653 | 36 | < 0.1% | |
| 1.169787788 | 28 | < 0.1% | |
| 1.300007138 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -4.498944677 | 1 | < 0.1% | |
| -4.19932125 | 1 | < 0.1% | |
| -4.196619695 | 1 | < 0.1% | |
| -4.15253176 | 1 | < 0.1% | |
| -4.097947131 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5.78451389 | 1 | < 0.1% | |
| 4.803688722 | 1 | < 0.1% | |
| 4.279109826 | 1 | < 0.1% | |
| 4.198582904 | 1 | < 0.1% | |
| 4.153005564 | 1 | < 0.1% |
V16
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0076480515713394995 |
|---|---|
| Minimum | -14.1298545174931 |
| Maximum | 6.0985294505409 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -14.12985452 |
|---|---|
| 5-th percentile | -1.475129261 |
| Q1 | -0.4709897505 |
| median | 0.06383586921 |
| Q3 | 0.527879988 |
| 95-th percentile | 1.280293009 |
| Maximum | 6.098529451 |
| Range | 20.22838397 |
| Interquartile range (IQR) | 0.9988697385 |
Descriptive statistics
| Standard deviation | 0.8829887916 |
|---|---|
| Coefficient of variation (CV) | -115.4527769 |
| Kurtosis | 14.92189456 |
| Mean | -0.007648051571 |
| Median Absolute Deviation (MAD) | 0.4966033892 |
| Skewness | -1.612671499 |
| Sum | -1306.929645 |
| Variance | 0.779669206 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.3424697541 | 77 | < 0.1% | |
| -0.371962125 | 76 | < 0.1% | |
| -0.1218203786 | 60 | < 0.1% | |
| 0.8781749178 | 45 | < 0.1% | |
| -0.02974151433 | 40 | < 0.1% | |
| 0.7865060537 | 39 | < 0.1% | |
| 0.6403675125 | 36 | < 0.1% | |
| -0.2552305247 | 36 | < 0.1% | |
| -1.53234065 | 28 | < 0.1% | |
| 0.8128074148 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -14.12985452 | 1 | < 0.1% | |
| -13.56327296 | 1 | < 0.1% | |
| -13.30388758 | 1 | < 0.1% | |
| -13.25683309 | 1 | < 0.1% | |
| -13.25154198 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6.098529451 | 1 | < 0.1% | |
| 5.477283428 | 1 | < 0.1% | |
| 5.000095887 | 1 | < 0.1% | |
| 4.816252303 | 1 | < 0.1% | |
| 4.664235675 | 1 | < 0.1% |
V17
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04193399131681541 |
|---|---|
| Minimum | -25.162799369324798 |
| Maximum | 9.25352625047285 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -25.16279937 |
|---|---|
| 5-th percentile | -0.9360238562 |
| Q1 | -0.4177523703 |
| median | -0.01810593447 |
| Q3 | 0.4354980927 |
| 95-th percentile | 1.286116514 |
| Maximum | 9.25352625 |
| Range | 34.41632562 |
| Interquartile range (IQR) | 0.853250463 |
Descriptive statistics
| Standard deviation | 0.9129603355 |
|---|---|
| Coefficient of variation (CV) | 21.7713675 |
| Kurtosis | 117.4648758 |
| Mean | 0.04193399132 |
| Median Absolute Deviation (MAD) | 0.4230738821 |
| Skewness | -5.39609099 |
| Sum | 7165.848172 |
| Variance | 0.8334965743 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.3746564401 | 77 | < 0.1% | |
| -0.6019568028 | 76 | < 0.1% | |
| -0.651405237 | 60 | < 0.1% | |
| 0.5369175197 | 45 | < 0.1% | |
| 3.664588481 | 40 | < 0.1% | |
| 0.316435261 | 39 | < 0.1% | |
| -1.072084985 | 36 | < 0.1% | |
| -0.9102365035 | 36 | < 0.1% | |
| 1.822234493 | 28 | < 0.1% | |
| -0.4954834732 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -25.16279937 | 1 | < 0.1% | |
| -24.01909855 | 1 | < 0.1% | |
| -23.81563583 | 1 | < 0.1% | |
| -23.24159715 | 1 | < 0.1% | |
| -22.88399858 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9.25352625 | 1 | < 0.1% | |
| 9.207058535 | 1 | < 0.1% | |
| 8.538195139 | 1 | < 0.1% | |
| 7.893392532 | 1 | < 0.1% | |
| 7.766636363 | 1 | < 0.1% |
V18
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.050947863739716694 |
|---|---|
| Minimum | -9.498745921046767 |
| Maximum | 5.04106918541184 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -9.498745921 |
|---|---|
| 5-th percentile | -1.410613861 |
| Q1 | -0.5242012645 |
| median | -0.05234757931 |
| Q3 | 0.4321177425 |
| 95-th percentile | 1.322483988 |
| Maximum | 5.041069185 |
| Range | 14.53981511 |
| Interquartile range (IQR) | 0.956319007 |
Descriptive statistics
| Standard deviation | 0.834891772 |
|---|---|
| Coefficient of variation (CV) | -16.38717918 |
| Kurtosis | 3.852543547 |
| Mean | -0.05094786374 |
| Median Absolute Deviation (MAD) | 0.4780668898 |
| Skewness | -0.428438344 |
| Sum | -8706.174747 |
| Variance | 0.697044271 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.4389924324 | 77 | < 0.1% | |
| -0.05264014626 | 76 | < 0.1% | |
| 0.6179704765 | 60 | < 0.1% | |
| 0.7128730126 | 45 | < 0.1% | |
| -0.1051895888 | 40 | < 0.1% | |
| 0.587856253 | 39 | < 0.1% | |
| -0.0686980996 | 36 | < 0.1% | |
| 0.4851104315 | 36 | < 0.1% | |
| -1.963373148 | 28 | < 0.1% | |
| 0.1664731118 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -9.498745921 | 1 | < 0.1% | |
| -9.335193079 | 1 | < 0.1% | |
| -9.287832214 | 1 | < 0.1% | |
| -9.264608733 | 1 | < 0.1% | |
| -9.170557219 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5.041069185 | 1 | < 0.1% | |
| 4.712397566 | 1 | < 0.1% | |
| 4.295648234 | 1 | < 0.1% | |
| 4.243841213 | 1 | < 0.1% | |
| 4.199591107 | 1 | < 0.1% |
V19
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.019292740828790195 |
|---|---|
| Minimum | -7.21352743017759 |
| Maximum | 5.2283417900513 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -7.21352743 |
|---|---|
| 5-th percentile | -1.368089976 |
| Q1 | -0.4976461253 |
| median | -0.02228445655 |
| Q3 | 0.4676074118 |
| 95-th percentile | 1.286496901 |
| Maximum | 5.22834179 |
| Range | 12.44186922 |
| Interquartile range (IQR) | 0.9652535371 |
Descriptive statistics
| Standard deviation | 0.812638784 |
|---|---|
| Coefficient of variation (CV) | -42.12147933 |
| Kurtosis | 1.241443846 |
| Mean | -0.01929274083 |
| Median Absolute Deviation (MAD) | 0.4825807839 |
| Skewness | -0.02465372401 |
| Sum | -3296.820724 |
| Variance | 0.6603817932 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.116090785 | 77 | < 0.1% | |
| -0.3305904484 | 76 | < 0.1% | |
| 0.9276000446 | 60 | < 0.1% | |
| 0.006773555225 | 45 | < 0.1% | |
| -2.097944321 | 40 | < 0.1% | |
| 0.04935008318 | 39 | < 0.1% | |
| 0.2713148852 | 36 | < 0.1% | |
| 0.2552676745 | 36 | < 0.1% | |
| -2.149184768 | 28 | < 0.1% | |
| 0.1751762236 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -7.21352743 | 1 | < 0.1% | |
| -6.938297318 | 1 | < 0.1% | |
| -4.932733055 | 1 | < 0.1% | |
| -4.676092279 | 1 | < 0.1% | |
| -4.619034342 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5.22834179 | 1 | < 0.1% | |
| 4.891062441 | 1 | < 0.1% | |
| 4.851255137 | 1 | < 0.1% | |
| 4.801122553 | 1 | < 0.1% | |
| 4.727189814 | 1 | < 0.1% |
V20
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.030947637611793713 |
|---|---|
| Minimum | -22.8385483047643 |
| Maximum | 39.4209042482199 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -22.8385483 |
|---|---|
| 5-th percentile | -0.5180868292 |
| Q1 | -0.1835864391 |
| median | -0.03616300615 |
| Q3 | 0.1557753968 |
| 95-th percentile | 0.8553976635 |
| Maximum | 39.42090425 |
| Range | 62.25945255 |
| Interquartile range (IQR) | 0.339361836 |
Descriptive statistics
| Standard deviation | 0.725833463 |
|---|---|
| Coefficient of variation (CV) | 23.45359837 |
| Kurtosis | 203.2725221 |
| Mean | 0.03094763761 |
| Median Absolute Deviation (MAD) | 0.166134114 |
| Skewness | 2.315057544 |
| Sum | 5288.456106 |
| Variance | 0.526834216 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.1320797243 | 77 | < 0.1% | |
| -0.1803701186 | 76 | < 0.1% | |
| 0.005756655419 | 60 | < 0.1% | |
| 0.0536071193 | 45 | < 0.1% | |
| -0.1675554163 | 40 | < 0.1% | |
| 0.04521744119 | 39 | < 0.1% | |
| 0.1560890111 | 36 | < 0.1% | |
| 0.01695215418 | 36 | < 0.1% | |
| -0.2524967714 | 28 | < 0.1% | |
| 0.0327341243 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -22.8385483 | 1 | < 0.1% | |
| -21.02481709 | 1 | < 0.1% | |
| -19.90261079 | 1 | < 0.1% | |
| -19.35181491 | 1 | < 0.1% | |
| -18.29230797 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 39.42090425 | 1 | < 0.1% | |
| 38.11720913 | 1 | < 0.1% | |
| 26.23739079 | 1 | < 0.1% | |
| 24.13389419 | 1 | < 0.1% | |
| 23.64909457 | 1 | < 0.1% |
V21
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.028287059527710105 |
|---|---|
| Minimum | -34.8303821448146 |
| Maximum | 27.2028391573154 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -34.83038214 |
|---|---|
| 5-th percentile | -0.5139306252 |
| Q1 | -0.2307204588 |
| median | -0.05446297802 |
| Q3 | 0.1283366038 |
| 95-th percentile | 0.4973081802 |
| Maximum | 27.20283916 |
| Range | 62.0332213 |
| Interquartile range (IQR) | 0.3590570626 |
Descriptive statistics
| Standard deviation | 0.7437112397 |
|---|---|
| Coefficient of variation (CV) | -26.2915712 |
| Kurtosis | 254.871024 |
| Mean | -0.02828705953 |
| Median Absolute Deviation (MAD) | 0.1789874061 |
| Skewness | 3.890608365 |
| Sum | -4833.80588 |
| Variance | 0.553106408 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.262580846 | 77 | < 0.1% | |
| 0.2697649514 | 76 | < 0.1% | |
| -0.06420828148 | 60 | < 0.1% | |
| -0.2074324045 | 45 | < 0.1% | |
| -0.04023759275 | 40 | < 0.1% | |
| -0.1918199828 | 39 | < 0.1% | |
| 0.007342802666 | 36 | < 0.1% | |
| -0.3133074454 | 36 | < 0.1% | |
| 0.03151077795 | 28 | < 0.1% | |
| -0.3426762447 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -34.83038214 | 1 | < 0.1% | |
| -22.88934704 | 1 | < 0.1% | |
| -22.79760391 | 1 | < 0.1% | |
| -22.75753986 | 1 | < 0.1% | |
| -22.6656846 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 27.20283916 | 6 | < 0.1% | |
| 22.61488937 | 1 | < 0.1% | |
| 22.59954336 | 1 | < 0.1% | |
| 22.58898947 | 1 | < 0.1% | |
| 22.58067527 | 1 | < 0.1% |
V22
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.08374322543180938 |
|---|---|
| Minimum | -10.933143697655 |
| Maximum | 10.5030900899454 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -10.9331437 |
|---|---|
| 5-th percentile | -1.094206145 |
| Q1 | -0.5467759277 |
| median | -0.06677712907 |
| Q3 | 0.3631591716 |
| 95-th percentile | 0.9585720218 |
| Maximum | 10.50309009 |
| Range | 21.43623379 |
| Interquartile range (IQR) | 0.9099350993 |
Descriptive statistics
| Standard deviation | 0.6673161048 |
|---|---|
| Coefficient of variation (CV) | -7.968598073 |
| Kurtosis | 5.400206257 |
| Mean | -0.08374322543 |
| Median Absolute Deviation (MAD) | 0.4557883067 |
| Skewness | -0.3448806009 |
| Sum | -14310.37733 |
| Variance | 0.4453107837 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.8162637632 | 77 | < 0.1% | |
| 0.8446266468 | 76 | < 0.1% | |
| -0.08058707745 | 60 | < 0.1% | |
| -0.6924166842 | 45 | < 0.1% | |
| 0.09617157396 | 40 | < 0.1% | |
| -0.6501177955 | 39 | < 0.1% | |
| -1.068934378 | 36 | < 0.1% | |
| 0.2508856951 | 36 | < 0.1% | |
| 0.2787432829 | 28 | < 0.1% | |
| -1.148503557 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -10.9331437 | 1 | < 0.1% | |
| -9.499422964 | 1 | < 0.1% | |
| -8.887017141 | 6 | < 0.1% | |
| -8.593641565 | 1 | < 0.1% | |
| -8.55580793 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 10.50309009 | 1 | < 0.1% | |
| 8.361985192 | 1 | < 0.1% | |
| 8.316275439 | 1 | < 0.1% | |
| 7.357255162 | 1 | < 0.1% | |
| 7.248762607 | 1 | < 0.1% |
V23
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.022457631980671855 |
|---|---|
| Minimum | -44.807735203791296 |
| Maximum | 19.002941823292698 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -44.8077352 |
|---|---|
| 5-th percentile | -0.4479375691 |
| Q1 | -0.1702968923 |
| median | -0.03621289155 |
| Q3 | 0.09870377141 |
| 95-th percentile | 0.4584379202 |
| Maximum | 19.00294182 |
| Range | 63.81067703 |
| Interquartile range (IQR) | 0.2690006637 |
Descriptive statistics
| Standard deviation | 0.5845137978 |
|---|---|
| Coefficient of variation (CV) | -26.02740121 |
| Kurtosis | 447.9306266 |
| Mean | -0.02245763198 |
| Median Absolute Deviation (MAD) | 0.1345141186 |
| Skewness | -5.156485118 |
| Sum | -3837.649983 |
| Variance | 0.3416563798 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.140304302 | 77 | < 0.1% | |
| 0.02067466769 | 76 | < 0.1% | |
| -0.07299107927 | 60 | < 0.1% | |
| -0.1185975116 | 45 | < 0.1% | |
| -0.09254896958 | 40 | < 0.1% | |
| -0.1140694638 | 39 | < 0.1% | |
| -0.3315996894 | 36 | < 0.1% | |
| 0.103796606 | 36 | < 0.1% | |
| -0.02733678719 | 28 | < 0.1% | |
| 0.09527881604 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -44.8077352 | 1 | < 0.1% | |
| -26.75111866 | 1 | < 0.1% | |
| -25.35674425 | 1 | < 0.1% | |
| -22.57500044 | 1 | < 0.1% | |
| -20.79442223 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 19.00294182 | 1 | < 0.1% | |
| 18.94673404 | 1 | < 0.1% | |
| 18.36447227 | 1 | < 0.1% | |
| 17.29784508 | 1 | < 0.1% | |
| 15.87942136 | 1 | < 0.1% |
V24
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.009008545917541678 |
|---|---|
| Minimum | -2.83662691870341 |
| Maximum | 4.02286589044732 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -2.836626919 |
|---|---|
| 5-th percentile | -1.152945639 |
| Q1 | -0.3324588795 |
| median | 0.0594745914 |
| Q3 | 0.4158581165 |
| 95-th percentile | 0.9473445154 |
| Maximum | 4.02286589 |
| Range | 6.859492809 |
| Interquartile range (IQR) | 0.748316996 |
Descriptive statistics
| Standard deviation | 0.5987586224 |
|---|---|
| Coefficient of variation (CV) | 66.46562363 |
| Kurtosis | 0.6958064443 |
| Mean | 0.009008545918 |
| Median Absolute Deviation (MAD) | 0.3694072613 |
| Skewness | -0.5739947898 |
| Sum | 1539.416361 |
| Variance | 0.3585118879 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.3578272493 | 77 | < 0.1% | |
| 0.7262118838 | 76 | < 0.1% | |
| 1.01813597 | 60 | < 0.1% | |
| 0.8914796679 | 45 | < 0.1% | |
| -1.345663706 | 40 | < 0.1% | |
| 0.9159355995 | 39 | < 0.1% | |
| 0.9921257146 | 36 | < 0.1% | |
| 1.00995228 | 36 | < 0.1% | |
| -0.7088033426 | 28 | < 0.1% | |
| 0.9461212341 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -2.836626919 | 1 | < 0.1% | |
| -2.824848903 | 1 | < 0.1% | |
| -2.822683592 | 1 | < 0.1% | |
| -2.822383969 | 1 | < 0.1% | |
| -2.814897636 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.02286589 | 1 | < 0.1% | |
| 4.016341817 | 1 | < 0.1% | |
| 4.014444385 | 1 | < 0.1% | |
| 3.998293678 | 1 | < 0.1% | |
| 3.99064595 | 1 | < 0.1% |
V25
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0922743966004002 |
|---|---|
| Minimum | -10.2953970749851 |
| Maximum | 7.51958867870916 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -10.29539707 |
|---|---|
| 5-th percentile | -0.6795934465 |
| Q1 | -0.1959314256 |
| median | 0.1356765969 |
| Q3 | 0.3994582316 |
| 95-th percentile | 0.7532381292 |
| Maximum | 7.519588679 |
| Range | 17.81498575 |
| Interquartile range (IQR) | 0.5953896572 |
Descriptive statistics
| Standard deviation | 0.465508913 |
|---|---|
| Coefficient of variation (CV) | 5.044832913 |
| Kurtosis | 5.932474397 |
| Mean | 0.0922743966 |
| Median Absolute Deviation (MAD) | 0.2951837658 |
| Skewness | -0.5673382216 |
| Sum | 15768.21799 |
| Variance | 0.2166985481 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.1864229457 | 77 | < 0.1% | |
| 0.366624307 | 76 | < 0.1% | |
| 0.6635747725 | 60 | < 0.1% | |
| 0.7302403643 | 45 | < 0.1% | |
| 0.5103049571 | 40 | < 0.1% | |
| 0.7300730401 | 39 | < 0.1% | |
| 0.3693981601 | 36 | < 0.1% | |
| 0.2337301799 | 36 | < 0.1% | |
| 0.3930317048 | 28 | < 0.1% | |
| 0.3697129165 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -10.29539707 | 1 | < 0.1% | |
| -7.495741104 | 1 | < 0.1% | |
| -7.081325346 | 1 | < 0.1% | |
| -7.025783182 | 1 | < 0.1% | |
| -6.035054268 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7.519588679 | 1 | < 0.1% | |
| 5.541597595 | 1 | < 0.1% | |
| 5.525092704 | 1 | < 0.1% | |
| 5.521139565 | 1 | < 0.1% | |
| 5.473885357 | 1 | < 0.1% |
V26
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.012610497430741375 |
|---|---|
| Minimum | -2.60455055280817 |
| Maximum | 3.5173456116238 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -2.604550553 |
|---|---|
| 5-th percentile | -0.6732413725 |
| Q1 | -0.3303444346 |
| median | -0.05896472591 |
| Q3 | 0.2729444215 |
| 95-th percentile | 0.9805590002 |
| Maximum | 3.517345612 |
| Range | 6.121896164 |
| Interquartile range (IQR) | 0.6032888561 |
Descriptive statistics
| Standard deviation | 0.4906687514 |
|---|---|
| Coefficient of variation (CV) | 38.90954771 |
| Kurtosis | 0.4257455819 |
| Mean | 0.01261049743 |
| Median Absolute Deviation (MAD) | 0.2867972978 |
| Skewness | 0.6535453693 |
| Sum | 2154.932243 |
| Variance | 0.2407558236 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.09654447079 | 77 | < 0.1% | |
| -0.398827515 | 76 | < 0.1% | |
| -0.6713228443 | 60 | < 0.1% | |
| 0.3840134458 | 45 | < 0.1% | |
| -0.1826735225 | 40 | < 0.1% | |
| 0.3838794176 | 39 | < 0.1% | |
| 0.1103735486 | 36 | < 0.1% | |
| -0.8244705574 | 36 | < 0.1% | |
| -0.2315446526 | 28 | < 0.1% | |
| 0.1106256713 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -2.604550553 | 1 | < 0.1% | |
| -2.534329721 | 1 | < 0.1% | |
| -2.24162029 | 1 | < 0.1% | |
| -2.068560869 | 1 | < 0.1% | |
| -1.732917021 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3.517345612 | 1 | < 0.1% | |
| 3.463245654 | 1 | < 0.1% | |
| 3.220178375 | 1 | < 0.1% | |
| 3.155327473 | 1 | < 0.1% | |
| 3.122747439 | 1 | < 0.1% |
V27
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002093776796221253 |
|---|---|
| Minimum | -22.5656793207827 |
| Maximum | 12.1524011068287 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -22.56567932 |
|---|---|
| 5-th percentile | -0.4136596983 |
| Q1 | -0.06512476897 |
| median | 0.008692655364 |
| Q3 | 0.08972516477 |
| 95-th percentile | 0.3784151871 |
| Maximum | 12.15240111 |
| Range | 34.71808043 |
| Interquartile range (IQR) | 0.1548499337 |
Descriptive statistics
| Standard deviation | 0.3919501931 |
|---|---|
| Coefficient of variation (CV) | 187.1976964 |
| Kurtosis | 143.7477717 |
| Mean | 0.002093776796 |
| Median Absolute Deviation (MAD) | 0.07693658987 |
| Skewness | -2.930164759 |
| Sum | 357.792954 |
| Variance | 0.1536249538 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.03586631529 | 77 | < 0.1% | |
| 0.02773512151 | 76 | < 0.1% | |
| 0.09680094523 | 60 | < 0.1% | |
| -0.02846527247 | 45 | < 0.1% | |
| 0.1070583025 | 40 | < 0.1% | |
| -0.03190230409 | 39 | < 0.1% | |
| 0.2413052126 | 36 | < 0.1% | |
| -0.02830206643 | 36 | < 0.1% | |
| 0.01163299465 | 28 | < 0.1% | |
| -0.02183660618 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -22.56567932 | 1 | < 0.1% | |
| -9.390979796 | 1 | < 0.1% | |
| -8.567637738 | 1 | < 0.1% | |
| -8.358316638 | 1 | < 0.1% | |
| -8.260908861 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 12.15240111 | 1 | < 0.1% | |
| 11.13573984 | 1 | < 0.1% | |
| 10.50788435 | 1 | < 0.1% | |
| 9.879903026 | 1 | < 0.1% | |
| 9.200882567 | 1 | < 0.1% |
V28
Real number (ℝ)
| Distinct count | 165621 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002441300574922017 |
|---|---|
| Minimum | -11.710895639451499 |
| Maximum | 33.8478078188831 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -11.71089564 |
|---|---|
| 5-th percentile | -0.3310493025 |
| Q1 | -0.02705485065 |
| median | 0.02115129013 |
| Q3 | 0.07830082536 |
| 95-th percentile | 0.2331417876 |
| Maximum | 33.84780782 |
| Range | 45.55870346 |
| Interquartile range (IQR) | 0.105355676 |
Descriptive statistics
| Standard deviation | 0.3073181481 |
|---|---|
| Coefficient of variation (CV) | 125.8829623 |
| Kurtosis | 1237.236861 |
| Mean | 0.002441300575 |
| Median Absolute Deviation (MAD) | 0.05332129022 |
| Skewness | 9.148393066 |
| Sum | 417.1792074 |
| Variance | 0.09444444417 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.01849457297 | 77 | < 0.1% | |
| -0.06028215108 | 76 | < 0.1% | |
| 0.02869687829 | 60 | < 0.1% | |
| 0.03612330941 | 45 | < 0.1% | |
| 0.07181800295 | 40 | < 0.1% | |
| 0.0298493414 | 39 | < 0.1% | |
| 0.0118363067 | 36 | < 0.1% | |
| -0.02035863786 | 36 | < 0.1% | |
| 0.005579101072 | 28 | < 0.1% | |
| 0.02363837757 | 27 | < 0.1% | |
| Other values (165611) | 170420 | 99.7% |
| Value | Count | Frequency (%) | |
| -11.71089564 | 1 | < 0.1% | |
| -9.617915452 | 1 | < 0.1% | |
| -8.478685643 | 1 | < 0.1% | |
| -8.424041001 | 1 | < 0.1% | |
| -8.364853332 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 33.84780782 | 1 | < 0.1% | |
| 22.62007222 | 1 | < 0.1% | |
| 15.86672079 | 1 | < 0.1% | |
| 15.37494933 | 1 | < 0.1% | |
| 8.310664405 | 1 | < 0.1% |
Amount
Real number (ℝ≥0)
| Distinct count | 25136 |
|---|---|
| Unique (%) | 14.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.33692428782096 |
|---|---|
| Minimum | 0.0 |
| Maximum | 19656.53 |
| Zeros | 1129 |
| Zeros (%) | 0.7% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.99 |
| Q1 | 5.48 |
| median | 21.895 |
| Q3 | 76.7225 |
| 95-th percentile | 359.96 |
| Maximum | 19656.53 |
| Range | 19656.53 |
| Interquartile range (IQR) | 71.2425 |
Descriptive statistics
| Standard deviation | 245.9537264 |
|---|---|
| Coefficient of variation (CV) | 2.816148249 |
| Kurtosis | 666.0163229 |
| Mean | 87.33692429 |
| Median Absolute Deviation (MAD) | 20.115 |
| Skewness | 15.77447084 |
| Sum | 14924482.97 |
| Variance | 60493.23551 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 9043 | 5.3% | |
| 1.98 | 3362 | 2.0% | |
| 0.89 | 2851 | 1.7% | |
| 9.99 | 2664 | 1.6% | |
| 15 | 1898 | 1.1% | |
| 1.29 | 1655 | 1.0% | |
| 10 | 1650 | 1.0% | |
| 0.76 | 1650 | 1.0% | |
| 1.79 | 1521 | 0.9% | |
| 0.99 | 1227 | 0.7% | |
| Other values (25126) | 143363 | 83.9% |
| Value | Count | Frequency (%) | |
| 0 | 1129 | 0.7% | |
| 0.01 | 515 | 0.3% | |
| 0.02 | 47 | < 0.1% | |
| 0.03 | 1 | < 0.1% | |
| 0.04 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 19656.53 | 1 | < 0.1% | |
| 18910 | 1 | < 0.1% | |
| 12910.93 | 1 | < 0.1% | |
| 11898.09 | 1 | < 0.1% | |
| 11789.84 | 1 | < 0.1% |
Class
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| 0 | |
|---|---|
| 1 | 360 |
| Value | Count | Frequency (%) | |
| 0 | 170524 | 99.8% | |
| 1 | 360 | 0.2% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.0 | -1.359807 | -0.072781 | 2.536347 | 1.378155 | -0.338321 | 0.462388 | 0.239599 | 0.098698 | 0.363787 | 0.090794 | -0.551600 | -0.617801 | -0.991390 | -0.311169 | 1.468177 | -0.470401 | 0.207971 | 0.025791 | 0.403993 | 0.251412 | -0.018307 | 0.277838 | -0.110474 | 0.066928 | 0.128539 | -0.189115 | 0.133558 | -0.021053 | 149.62 | 0 |
| 1 | 0.0 | 1.191857 | 0.266151 | 0.166480 | 0.448154 | 0.060018 | -0.082361 | -0.078803 | 0.085102 | -0.255425 | -0.166974 | 1.612727 | 1.065235 | 0.489095 | -0.143772 | 0.635558 | 0.463917 | -0.114805 | -0.183361 | -0.145783 | -0.069083 | -0.225775 | -0.638672 | 0.101288 | -0.339846 | 0.167170 | 0.125895 | -0.008983 | 0.014724 | 2.69 | 0 |
| 2 | 1.0 | -1.358354 | -1.340163 | 1.773209 | 0.379780 | -0.503198 | 1.800499 | 0.791461 | 0.247676 | -1.514654 | 0.207643 | 0.624501 | 0.066084 | 0.717293 | -0.165946 | 2.345865 | -2.890083 | 1.109969 | -0.121359 | -2.261857 | 0.524980 | 0.247998 | 0.771679 | 0.909412 | -0.689281 | -0.327642 | -0.139097 | -0.055353 | -0.059752 | 378.66 | 0 |
| 3 | 1.0 | -0.966272 | -0.185226 | 1.792993 | -0.863291 | -0.010309 | 1.247203 | 0.237609 | 0.377436 | -1.387024 | -0.054952 | -0.226487 | 0.178228 | 0.507757 | -0.287924 | -0.631418 | -1.059647 | -0.684093 | 1.965775 | -1.232622 | -0.208038 | -0.108300 | 0.005274 | -0.190321 | -1.175575 | 0.647376 | -0.221929 | 0.062723 | 0.061458 | 123.50 | 0 |
| 4 | 2.0 | -1.158233 | 0.877737 | 1.548718 | 0.403034 | -0.407193 | 0.095921 | 0.592941 | -0.270533 | 0.817739 | 0.753074 | -0.822843 | 0.538196 | 1.345852 | -1.119670 | 0.175121 | -0.451449 | -0.237033 | -0.038195 | 0.803487 | 0.408542 | -0.009431 | 0.798278 | -0.137458 | 0.141267 | -0.206010 | 0.502292 | 0.219422 | 0.215153 | 69.99 | 0 |
| 5 | 2.0 | -0.425966 | 0.960523 | 1.141109 | -0.168252 | 0.420987 | -0.029728 | 0.476201 | 0.260314 | -0.568671 | -0.371407 | 1.341262 | 0.359894 | -0.358091 | -0.137134 | 0.517617 | 0.401726 | -0.058133 | 0.068653 | -0.033194 | 0.084968 | -0.208254 | -0.559825 | -0.026398 | -0.371427 | -0.232794 | 0.105915 | 0.253844 | 0.081080 | 3.67 | 0 |
| 6 | 4.0 | 1.229658 | 0.141004 | 0.045371 | 1.202613 | 0.191881 | 0.272708 | -0.005159 | 0.081213 | 0.464960 | -0.099254 | -1.416907 | -0.153826 | -0.751063 | 0.167372 | 0.050144 | -0.443587 | 0.002821 | -0.611987 | -0.045575 | -0.219633 | -0.167716 | -0.270710 | -0.154104 | -0.780055 | 0.750137 | -0.257237 | 0.034507 | 0.005168 | 4.99 | 0 |
| 7 | 7.0 | -0.644269 | 1.417964 | 1.074380 | -0.492199 | 0.948934 | 0.428118 | 1.120631 | -3.807864 | 0.615375 | 1.249376 | -0.619468 | 0.291474 | 1.757964 | -1.323865 | 0.686133 | -0.076127 | -1.222127 | -0.358222 | 0.324505 | -0.156742 | 1.943465 | -1.015455 | 0.057504 | -0.649709 | -0.415267 | -0.051634 | -1.206921 | -1.085339 | 40.80 | 0 |
| 8 | 7.0 | -0.894286 | 0.286157 | -0.113192 | -0.271526 | 2.669599 | 3.721818 | 0.370145 | 0.851084 | -0.392048 | -0.410430 | -0.705117 | -0.110452 | -0.286254 | 0.074355 | -0.328783 | -0.210077 | -0.499768 | 0.118765 | 0.570328 | 0.052736 | -0.073425 | -0.268092 | -0.204233 | 1.011592 | 0.373205 | -0.384157 | 0.011747 | 0.142404 | 93.20 | 0 |
| 9 | 9.0 | -0.338262 | 1.119593 | 1.044367 | -0.222187 | 0.499361 | -0.246761 | 0.651583 | 0.069539 | -0.736727 | -0.366846 | 1.017614 | 0.836390 | 1.006844 | -0.443523 | 0.150219 | 0.739453 | -0.540980 | 0.476677 | 0.451773 | 0.203711 | -0.246914 | -0.633753 | -0.120794 | -0.385050 | -0.069733 | 0.094199 | 0.246219 | 0.083076 | 3.68 | 0 |
Last rows
| Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 170874 | 120392.0 | -1.094415 | -2.733024 | -2.307731 | -1.615459 | -2.385195 | -0.365000 | 3.958373 | -0.901458 | -3.056550 | 0.451003 | -1.386464 | -2.208776 | -0.924029 | 0.592116 | -0.765379 | -1.426249 | 0.856975 | 0.322956 | 0.087680 | 1.568622 | 0.809996 | 1.176542 | 1.895096 | -0.032310 | 0.030850 | 0.173004 | -0.135234 | 0.278890 | 928.50 | 0 |
| 170875 | 120393.0 | -1.148777 | 0.950548 | -2.815091 | -2.116490 | 3.419491 | 2.498558 | 0.553323 | 1.054330 | -0.305002 | -0.041944 | -0.241613 | 0.089269 | -0.381935 | 1.112109 | 0.265137 | -0.638162 | -0.333172 | -0.499950 | -0.319260 | 0.135513 | 0.217374 | 0.707846 | -0.227824 | 0.759831 | -0.165657 | 0.117659 | 0.525183 | 0.309000 | 9.17 | 0 |
| 170876 | 120394.0 | 0.285188 | -1.133720 | 0.496434 | -1.667897 | -0.209279 | -1.115055 | -0.451760 | -0.399554 | -1.794378 | 1.544805 | -1.096946 | -1.299010 | 0.161838 | -0.508821 | -0.046890 | -1.236040 | 0.759745 | 0.080014 | 0.722796 | -0.095293 | 0.013878 | 0.612933 | 0.248952 | -0.026261 | -1.486222 | -0.232982 | 0.143962 | 0.071010 | 15.00 | 0 |
| 170877 | 120394.0 | -0.841706 | 0.498456 | 1.099971 | -0.893825 | -0.345844 | -0.460915 | -0.154884 | 0.632255 | 0.413912 | -1.113385 | -1.336022 | -0.806740 | -1.837044 | 0.402795 | 0.014570 | 0.618836 | -0.402098 | 0.297151 | -1.206646 | -0.355345 | 0.392227 | 0.922249 | -0.100373 | 1.097756 | -0.411809 | 0.457171 | -0.021241 | 0.080938 | 9.99 | 0 |
| 170878 | 120394.0 | 2.085243 | 0.153914 | -1.937797 | 0.455977 | 0.457744 | -1.599438 | 0.828357 | -0.606184 | 0.266940 | -0.025940 | -0.720457 | 0.728269 | 0.480436 | 0.523950 | -0.283934 | -0.927651 | -0.136301 | -0.659057 | 0.148734 | -0.211955 | 0.146098 | 0.674611 | -0.092485 | 0.116184 | 0.578814 | -0.074287 | -0.049963 | -0.071206 | 13.12 | 0 |
| 170879 | 120395.0 | 1.941601 | -0.105717 | -2.025099 | 0.021689 | 1.257679 | 1.180161 | -0.212451 | 0.406611 | 0.369452 | -0.321224 | 1.160582 | 0.526688 | -0.682991 | -0.456742 | 0.385901 | -0.168836 | 0.893466 | -0.893428 | -0.517444 | -0.266748 | -0.275532 | -0.651069 | 0.353144 | -1.058401 | -0.454839 | 0.282256 | -0.022103 | -0.058297 | 1.98 | 0 |
| 170880 | 120395.0 | -0.184060 | 1.192288 | -0.831053 | -0.379134 | 0.898165 | -0.494622 | 0.780753 | -0.873814 | -0.297296 | -0.497556 | 0.801451 | -0.261693 | -1.664352 | -0.373477 | -0.747409 | 0.165447 | 0.595165 | 0.619075 | 0.543861 | -0.351765 | 0.755613 | -0.315061 | 0.223707 | 0.640872 | -1.259095 | 0.179031 | 0.105884 | 0.271658 | 17.60 | 0 |
| 170881 | 120395.0 | 1.418125 | -1.676690 | -0.942455 | 0.734790 | -0.915707 | 0.286333 | -0.420231 | 0.070484 | -0.475192 | 1.032365 | 0.442776 | 0.376567 | -0.370535 | 0.318471 | -0.373292 | -1.130296 | -0.488532 | 1.883896 | -1.137394 | -0.025106 | -0.078157 | -0.408628 | 0.023694 | 0.628874 | -0.337955 | -0.753715 | -0.002207 | 0.020888 | 327.60 | 0 |
| 170882 | 120396.0 | -1.484133 | 0.482801 | 0.581427 | -1.366978 | 1.357335 | 2.938535 | -0.023507 | 0.896091 | 0.601004 | 0.042856 | 0.607690 | 0.740624 | 0.348128 | -0.374842 | 0.495392 | -0.539395 | -0.043058 | -0.979593 | -1.216121 | 0.056948 | 0.193111 | 1.236385 | -0.076923 | -1.629365 | -0.098827 | 0.784932 | 0.575216 | 0.261107 | 45.90 | 0 |
| 170883 | 120396.0 | -2.410892 | -1.264333 | -0.787460 | -0.212152 | 1.139859 | -2.030200 | 0.533818 | -0.194852 | -2.277774 | 0.310404 | -1.211770 | -0.805137 | -0.503570 | 1.154627 | 0.260146 | -2.558533 | 0.876103 | 0.902372 | 0.422115 | -0.558831 | -0.076699 | 0.054816 | -1.243901 | 0.147148 | 0.974330 | 1.309377 | 0.083660 | -0.611166 | 124.98 | 0 |
Most frequent
| Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 146 | 43153.0 | -2.086016 | 2.203265 | 1.654339 | 2.941050 | -1.683045 | 0.529728 | -1.352162 | 1.793449 | -0.723686 | 0.600365 | -0.982212 | -0.551636 | -1.337000 | 0.834403 | 1.251862 | 0.033455 | 1.067978 | 0.160510 | 0.213087 | 0.079002 | 0.216444 | 0.567241 | -0.035345 | 0.370201 | 0.157378 | 0.440341 | 0.210230 | 0.090558 | 0.76 | 0 | 9 |
| 281 | 68207.0 | -13.192671 | 12.785971 | -9.906650 | 3.320337 | -4.801176 | 5.760059 | -18.750889 | -37.353443 | -0.391540 | -5.052502 | 4.406806 | -4.610756 | -1.909488 | -9.072711 | -0.226074 | -6.211557 | -6.248145 | -3.149247 | 0.051576 | -3.493050 | 27.202839 | -8.887017 | 5.303607 | -0.639435 | 0.263203 | -0.108877 | 1.269566 | 0.939407 | 1.00 | 1 | 6 |
| 250 | 64947.0 | -6.378440 | 3.293830 | 1.730572 | -1.586493 | 0.203319 | 0.213103 | 2.941403 | -3.415646 | 7.938980 | 11.519106 | 3.022639 | -0.778760 | -1.140137 | -5.798989 | 0.405939 | -1.725896 | -2.374682 | -0.528987 | -0.100571 | 2.954298 | -1.610576 | 0.385227 | -0.366595 | 0.479819 | 0.153885 | -0.536129 | -4.795220 | -3.693525 | 5.96 | 0 | 5 |
| 251 | 64947.0 | -6.373391 | 3.301783 | 1.727041 | -1.588447 | 0.185362 | 0.225313 | 2.958156 | -3.419036 | 7.937988 | 11.517065 | 3.023275 | -0.780431 | -1.140067 | -5.800167 | 0.406141 | -1.724479 | -2.375503 | -0.529306 | -0.100230 | 2.947765 | -1.612952 | 0.386673 | -0.365157 | 0.480075 | 0.154530 | -0.535606 | -4.790593 | -3.695480 | 9.99 | 0 | 5 |
| 252 | 64947.0 | -6.370459 | 3.306401 | 1.724991 | -1.589581 | 0.174936 | 0.232403 | 2.967884 | -3.421005 | 7.937413 | 11.515880 | 3.023644 | -0.781401 | -1.140026 | -5.800852 | 0.406259 | -1.723657 | -2.375979 | -0.529492 | -0.100033 | 2.943972 | -1.614332 | 0.387513 | -0.364322 | 0.480224 | 0.154904 | -0.535302 | -4.787907 | -3.696616 | 12.33 | 0 | 5 |
| 253 | 64947.0 | -6.342969 | 3.349697 | 1.705767 | -1.600219 | 0.077178 | 0.298877 | 3.059092 | -3.439462 | 7.932015 | 11.504768 | 3.027109 | -0.790496 | -1.139641 | -5.807267 | 0.407360 | -1.715942 | -2.380449 | -0.531228 | -0.098178 | 2.908407 | -1.627268 | 0.395387 | -0.356491 | 0.481618 | 0.158414 | -0.532454 | -4.762716 | -3.707261 | 34.27 | 0 | 5 |
| 254 | 64947.0 | -6.327870 | 3.373477 | 1.695209 | -1.606061 | 0.023487 | 0.335386 | 3.109186 | -3.449599 | 7.929051 | 11.498665 | 3.029011 | -0.795491 | -1.139430 | -5.810791 | 0.407965 | -1.711705 | -2.382903 | -0.532182 | -0.097159 | 2.888874 | -1.634373 | 0.399711 | -0.352190 | 0.482383 | 0.160342 | -0.530889 | -4.748881 | -3.713108 | 46.32 | 0 | 5 |
| 284 | 68780.0 | -0.248154 | -2.139729 | 1.245894 | 3.312968 | -1.841853 | 0.887020 | -0.194520 | 0.284941 | 0.466974 | 0.159751 | -0.703727 | -0.253218 | -0.951971 | -0.217203 | 0.361802 | 0.591827 | -0.057541 | -0.035584 | -1.766215 | 1.085883 | 0.602693 | 0.405533 | -0.558672 | 0.425426 | -0.060015 | 0.107966 | -0.050019 | 0.153524 | 664.32 | 0 | 5 |
| 285 | 68780.0 | 0.384771 | -1.093859 | 1.613258 | 3.046840 | -1.518739 | 0.769120 | -0.629265 | 0.369976 | 0.505563 | 0.312345 | -0.708421 | -0.266712 | -1.010381 | -0.291375 | 0.320588 | 0.548616 | -0.067254 | -0.102710 | -1.661576 | 0.418698 | 0.404178 | 0.578447 | -0.269908 | 0.408615 | 0.060279 | 0.142908 | 0.011884 | 0.096480 | 336.70 | 0 | 5 |
| 286 | 68780.0 | 0.416937 | -1.040707 | 1.631927 | 3.033315 | -1.502318 | 0.763129 | -0.651360 | 0.374298 | 0.507524 | 0.320100 | -0.708659 | -0.267398 | -1.013349 | -0.295145 | 0.318493 | 0.546420 | -0.067747 | -0.106121 | -1.656259 | 0.384791 | 0.394089 | 0.587234 | -0.255233 | 0.407760 | 0.066392 | 0.144683 | 0.015030 | 0.093581 | 320.05 | 0 | 5 |